Symptom Clusters and Sentinel Symptoms in Patients With Colorectal Cancer: A Network Analysis

Colorectal cancer (CRC) is one of the most common cancers globally. CRC is the second most prevalent form of cancer in China. The study aimed to construct symptom networks, identify core and sentinel symptoms and analyses the relationship between influencing factors and symptom clusters in CRC patients. We identified symptom clusters and their sentinel symptoms using exploratory factor analysis and the A priori Algorithm in 789 colorectal cancer patients (Yanji City, Jan 2020-Mar 2024). Core symptoms were determined according to the centrality index of the symptom network, while univariate and multifactorial analyses explored factors influencing core and sentinel symptoms in first-diagnosed patients. Four symptom clusters were identified: colorectal cancer-specific, gastrointestinal (feeling bloated as sentinel), insufficient energy (shortness of breath as sentinel), and disease symptom clusters. Core symptoms included changes in bowel habits, influenced by alcohol history and carcinoembryonic antigen (CEA). Feeling bloated was influenced by alcohol history and shortness of breath by alcohol history and marital status. These findings emphasize the importance of early screening and symptom management for at-risk individuals.

Authors

Institutions

Publication Details

Journal
Nursing and Health Sciences
Published
2025-05-08
DOI
https://doi.org/10.1111/nhs.70122
Citations
3
Primary Topic
Mental Health Research Topics
Type
article
Field-Weighted Citation Impact
6.35

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Symptom Clusters and Sentinel Symptoms in Patients With Colorectal Cancer: A Network Analysis

Yingai Jin, Huijing Xu, Jun Luo, Mingjin Li et al.
3 citations
Nursing and Health Sciences
Mental Health Research Topics
6.35
article

Symptom Clusters and Sentinel Symptoms in Patients With Colorectal Cancer: A Network Analysis

Yingai Jin, Huijing Xu, Jun Luo, Mingjin Li, Yihao Liu, Shanyu Wu, Toufeng Jin, Jiaqi Shi
article en
3 citations

Abstract

Colorectal cancer (CRC) is one of the most common cancers globally. CRC is the second most prevalent form of cancer in China. The study aimed to construct symptom networks, identify core and sentinel symptoms and analyses the relationship between influencing factors and symptom clusters in CRC patients. We identified symptom clusters and their sentinel symptoms using exploratory factor analysis and the A priori Algorithm in 789 colorectal cancer patients (Yanji City, Jan 2020-Mar 2024). Core symptoms were determined according to the centrality index of the symptom network, while univariate and multifactorial analyses explored factors influencing core and sentinel symptoms in first-diagnosed patients. Four symptom clusters were identified: colorectal cancer-specific, gastrointestinal (feeling bloated as sentinel), insufficient energy (shortness of breath as sentinel), and disease symptom clusters. Core symptoms included changes in bowel habits, influenced by alcohol history and carcinoembryonic antigen (CEA). Feeling bloated was influenced by alcohol history and shortness of breath by alcohol history and marital status. These findings emphasize the importance of early screening and symptom management for at-risk individuals.

Nursing and Health SciencesVol. 27(2)
Seoul National University (KR), Yanbian University (CN)
Jilin Scientific and Technological Development Program
Good health and well-being
Openalex Percentile: Top 4%
Mental Health Research Topics
6.35
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Symptom Clusters and Sentinel Symptoms in Patients With Colorectal Cancer: A Network Analysis — Yingai Jin, Huijing Xu, et al. · Nursing and Health Sciences (2025) | TGRS Research Map | TGRS